math/R-acepack - The NetBSD Packages Collection

ACE and AVAS for selecting multiple regression transformations

Two nonparametric methods for multiple regression transform selection
are provided. The first, Alternative Conditional Expectations (ACE),
is an algorithm to find the fixed point of maximal correlation, i.e.
it finds a set of transformed response variables that maximizes R^2
using smoothing functions [see Breiman, L., and J.H. Friedman. 1985.
"Estimating Optimal Transformations for Multiple Regression and
Correlation". Journal of the American Statistical Association.
80:580-598. ]. Also included is
the Additivity Variance Stabilization (AVAS) method which works better
than ACE when correlation is low [see Tibshirani, R.. 1986.
"Estimating Transformations for Regression via Additivity and Variance
Stabilization". Journal of the American Statistical Association.
83:394-405. ]. A good introduction
to these two methods is in chapter 16 of Frank Harrel's "Regression
Modeling Strategies" in the Springer Series in Statistics.

Build dependencies

pkgtools/mktools pkgtools/cwrappers

Runtime dependencies

math/R lang/gcc10 math/R lang/gcc10

Binary packages

NetBSD 10.0aarch64R-acepack-1.4.2.tgz
NetBSD 10.0aarch64R-acepack-1.4.1.tgz
NetBSD 10.0aarch64ebR-acepack-1.4.2.tgz
NetBSD 10.0earmv7hfR-acepack-1.4.2.tgz
NetBSD 10.0earmv7hfR-acepack-1.4.1.tgz
NetBSD 10.0i386R-acepack-1.4.2.tgz
NetBSD 10.0i386R-acepack-1.4.1.tgz
NetBSD 10.0powerpcR-acepack-1.4.1.tgz
NetBSD 10.0powerpcR-acepack-1.4.1.tgz
NetBSD 10.0sparc64R-acepack-1.4.2.tgz
NetBSD 10.0x86_64R-acepack-1.4.2.tgz
NetBSD 10.0x86_64R-acepack-1.4.1.tgz
NetBSD 9.0aarch64R-acepack-1.4.2.tgz
NetBSD 9.0aarch64R-acepack-1.4.1.tgz
NetBSD 9.0alphaR-acepack-1.4.1.tgz
NetBSD 9.0alphaR-acepack-1.4.2.tgz
NetBSD 9.0earmv7hfR-acepack-1.4.2.tgz
NetBSD 9.0earmv7hfR-acepack-1.4.1.tgz
NetBSD 9.0i386R-acepack-1.4.2.tgz
NetBSD 9.0i386R-acepack-1.4.1.tgz
NetBSD 9.0powerpcR-acepack-1.4.1.tgz
NetBSD 9.0powerpcR-acepack-1.4.1.tgz
NetBSD 9.0powerpcR-acepack-1.4.2.tgz
NetBSD 9.0sparc64R-acepack-1.4.1.tgz
NetBSD 9.0x86_64R-acepack-1.4.2.tgz
NetBSD 9.0x86_64R-acepack-1.4.1.tgz
NetBSD 9.3x86_64R-acepack-1.4.2.tgz
NetBSD 9.3x86_64R-acepack-1.4.2.tgz
NetBSD 9.3x86_64R-acepack-1.4.2.tgz

Binary packages can be installed with the high-level tool pkgin (which can be installed with pkg_add) or pkg_add(1) (installed by default). The NetBSD packages collection is also designed to permit easy installation from source.

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